{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "improved-liabilities",
   "metadata": {},
   "source": [
    "# Interdigitated Transmon Qubits"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "looking-velvet",
   "metadata": {},
   "source": [
    "This demo notebook goes over how to use the interdigitated transmon component, similar to those describedin Gambetta et. al., IEEE Trans. on Superconductivity Vol. 27, No. 1 (2007). \n",
    "\n",
    "First, let's import the key libraries for qiskit metal: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "attached-report",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Demo notebook for interdigitatd transmon qubit design \n",
    "import qiskit_metal as metal\n",
    "from qiskit_metal import designs, draw\n",
    "from qiskit_metal import MetalGUI, Dict #, open_docs"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "continuing-tourism",
   "metadata": {},
   "source": [
    "Next, let's fire up the GUI: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "crazy-possibility",
   "metadata": {},
   "outputs": [],
   "source": [
    "design = designs.DesignPlanar()\n",
    "gui = MetalGUI(design)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "executed-childhood",
   "metadata": {},
   "source": [
    "The name of the component located in the qlibrary is \"Transmon_Interdigitated\" and we can take a look at the various input options:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "animal-speech",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'pad_width': '1000um',\n",
       " 'pad_height': '300um',\n",
       " 'finger_width': '50um',\n",
       " 'finger_height': '100um',\n",
       " 'finger_space': '50um',\n",
       " 'pad_pos_x': '0um',\n",
       " 'pad_pos_y': '0um',\n",
       " 'comb_width': '50um',\n",
       " 'comb_space_vert': '50um',\n",
       " 'comb_space_hor': '50um',\n",
       " 'jj_width': '20um',\n",
       " 'cc_space': '50um',\n",
       " 'cc_width': '100um',\n",
       " 'cc_height': '100um',\n",
       " 'cc_topleft_space': '50um',\n",
       " 'cc_topleft_width': '100um',\n",
       " 'cc_topleft_height': '100um',\n",
       " 'cc_topright_space': '50um',\n",
       " 'cc_topright_width': '100um',\n",
       " 'cc_topright_height': '100um',\n",
       " 'pos_x': '0um',\n",
       " 'pos_y': '0um',\n",
       " 'orientation': '0.0',\n",
       " 'rotation_top_pad': '180',\n",
       " 'layer': '1'}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit_metal.qlibrary.qubits.Transmon_Interdigitated import TransmonInterdigitated\n",
    "TransmonInterdigitated.default_options"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "descending-municipality",
   "metadata": {},
   "source": [
    "Now let's create three transmons, each centered at a specific (x,y) coordinate: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "composed-parallel",
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit_metal.qlibrary.qubits.Transmon_Interdigitated import TransmonInterdigitated\n",
    "design.overwrite_enabled = True\n",
    "q1 = TransmonInterdigitated(design, 'qubit1', options=dict(pos_x='-2.0mm',orientation='-90'))\n",
    "gui.rebuild()\n",
    "gui.autoscale()\n",
    "gui.zoom_on_components(['qubit1']) #Can also gui.zoom_on_components([q1.name])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "elementary-thinking",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Save screenshot as a .png formatted file.\n",
    "gui.screenshot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "related-witch",
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 500
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Screenshot the canvas only as a .png formatted file.\n",
    "gui.figure.savefig('shot.png')\n",
    "\n",
    "from IPython.display import Image, display\n",
    "_disp_ops = dict(width=500)\n",
    "display(Image('shot.png', **_disp_ops))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "renewable-breath",
   "metadata": {},
   "source": [
    "## Closing the Qiskit Metal GUI"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "sporting-toner",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gui.main_window.close()"
   ]
  }
 ],
 "metadata": {
  "celltoolbar": "Tags",
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
